Revert gradio + strip schema-breaking kwargs

app.py

@@ -402,29 +402,23 @@ def build_ui() -> gr.Blocks:
                 )
                 with gr.Row():
                     with gr.Column():
-                        model_py = gr.File(label="Model definition (.py)",
-                                            file_types=[".py"])
-                        weights = gr.File(label="Weights (.pt, optional for "
-                                                 "sanity checks)",
-                                          file_types=[".pt", ".pth"])
+                        model_py = gr.File(label="Model definition (.py)")
+                        weights = gr.File(label="Weights (.pt, optional)")
                         class_name = gr.Textbox(label="Class name",
                                                 value="Model")
                         output_kind = gr.Radio(
                             ["watts", "shares"],
                             value="watts",
-                            label="Output kind",
-                            info="watts = per-category power directly; "
-                                 "shares = renormalise + scale by aggregate")
+                            label="Output kind (watts = per-category power; "
+                                  "shares = renormalise + scale by aggregate)")
                         max_frames = gr.Slider(50, 60000, value=500, step=50,
-                                                label="Frames to score",
-                                                info="Free-tier CPU. Default 500 "
-                                                     "≈ 1–2 min. Full 60 000 "
-                                                     "frames may take longer.")
+                                                label="Frames to score "
+                                                      "(free CPU: 500 ≈ 1–2 min)")
                         batch_size = gr.Slider(1, 64, value=16, step=1,
                                                 label="Batch size")
                         run_btn = gr.Button("Run benchmark", variant="primary")
                     with gr.Column():
-                        report_md = gr.Markdown(label="Report")
+                        report_md = gr.Markdown()
                         score_file = gr.File(label="Download score.json")
                 run_btn.click(
                     run_benchmark_upload,